|APOSTOLOS N. PAPADOPOULOS|
[cv] [publications] [citations] [courses & diploma theses] [links]
ResearchMy current research interests span the fields of DATABASES and DATA MINING. In particular, I am interested in efficient query processing techniques in database systems (multidimensional data management, spatio-temporal data management), algorithms for mining massive graphs (dense subgraph discovery, frequent subgraphs, hidden graphs, probabilistic graphs), parallel and distributed techniques for massive data sets (MapReduce, Pregel) and data management and mining over data streams.
D. Georgiadis, M. Kontaki, A. Gounaris, A. N. Papadopoulos, K. Tsichlas, Y. Manolopoulos: "Continuous Outlier Detection in Data Streams: an Extensible Framework and State-of-the-Art Algorithms", Proceedings of the ACM SIGMOD International Conference on Management of Data, [demo track], New York, NY, USA, 2013.
G. Valkanas, A. N. Papadopoulos, D. Gunopoulos: "SkyDiver: A Framework for Skyline Diversification", Proceedings of the 16th International Conference on Extending Database Technology (EDBT), Genoa, Italy, 2013.
M. Kontaki, A. N. Papadopoulos, Y. Manolopoulos: "Continuous Top-k Dominating Queries", IEEE Transactions on Knowledge and Data Engineering (TKDE), 24(5), pp.840-853, 2012.
E. Valari, M. Kontaki, A. N. Papadopoulos: "Discovery of Top-k Dense Subgraphs in Dynamic Graph Collections", Proceedings of the 24th International Conference on Scientific and Statistical Database Management (SSDBM), pp.213-230, Chania, Greece, 2012.
E. Tiakas, A. N. Papadopoulos, Y. Manolopoulos: "Progressive Processing of Subspace Dominating Queries", The VLDB Journal, 20(6), pp.921-948, 2011.
M. Kontaki, A. Gounaris, A. N. Papadopoulos, K. Tsichlas, Y. Manolopoulos: "Continuous Monitoring of Distance-Based Outliers over Data Streams", Proceedings of the 27th IEEE International Conference on Data Engineering (ICDE), pp.135-146, Hannover, Germany, 2011.
A. Lyritsis, A. N. Papadopoulos, Y. Manolopoulos: "TAGs: Scalable Threshold-Based Algorithms for Proximity Computation in Graphs", Proceedings of the 14th International Conference on Extending Database Technology (EDBT), pp.295-306, Uppsala, Sweden, 2011.
OngoingApostolos Lyritsis is working on "Top-k-based Graph Mining Algorithms"
Elena Valari is working on "Query Processing and Mining over Streaming Graphs"
Georgia Latsiou is working on "Graph Mining in Probabilistic Graphs"
GraduatedEleftherios Tiakas completed his thesis on "Similarity and Preference Queries in Multidimensional Spaces"
PC Membership for 2013MobiDe 2013 : 12th International ACM Workshop on Data Engineering for Wireless and Mobile Access (SIGMOD Workshop), 23 June 2013, New York.
SISAP 2013 : 6th International Conference on Similarity Search and Applications, 2-4 October 2013, Coruna, Spain.
SSTD 2013 : Vision/Challenge Track of the 13th International Symposium in Spatial and Temporal Databases, 21-23 August 2013, Munich, Germany.
DaWaK 2013 : 15th International Conference on Data Warehousing and Knowledge Discovery, 26-29 August 2013, Prague, Czech Republic.
DXP 2013 : Distributed Processing of Graph, XML and RDF Data: Theory and Practice, Track of the 15th APWeb, 4-6 April, 2013, Sydney, Australia.